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UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning
v1v2 (latest)

UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning

Computer Vision and Pattern Recognition (CVPR), 2020
1 December 2020
Kunming Luo
Chuan Wang
Shuaicheng Liu
Haoqiang Fan
Jue Wang
Jian Sun
    MDE
ArXiv (abs)PDFHTML

Papers citing "UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning"

45 / 45 papers shown
VTinker: Guided Flow Upsampling and Texture Mapping for High-Resolution Video Frame Interpolation
VTinker: Guided Flow Upsampling and Texture Mapping for High-Resolution Video Frame Interpolation
Chenyang Wu
Jiayi Fu
Chun-Le Guo
Shuhao Han
Chongyi Li
148
0
0
20 Nov 2025
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
Runmin Zhang
Jialiang Wang
S. Cao
Zhu Yu
Junchen Yu
Guangyi Zhang
Hui-Liang Shen
127
0
0
29 Sep 2025
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation
Zengyu Wan
Wei-dong Zhai
Yang Cao
Zhengjun Zha
288
3
0
14 Mar 2025
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble Visualization
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble VisualizationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Hamid Gadirov
Jos B. T. M. Roerdink
Steffen Frey
AI4CE
333
4
0
24 Feb 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion FieldsComputer Vision and Pattern Recognition (CVPR), 2023
Taewoo Kim
Yujeong Chae
Hyun-Kurl Jang
Kuk-Jin Yoon
415
52
0
20 Feb 2025
An Intra- and Cross-frame Topological Consistency Scheme for Semi-supervised Atherosclerotic Coronary Plaque Segmentation
An Intra- and Cross-frame Topological Consistency Scheme for Semi-supervised Atherosclerotic Coronary Plaque SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Ziheng Zhang
Zihan Li
Dandan Shan
Yuehui Qiu
Qingqi Hong
Qingqiang Wu
144
4
0
14 Jan 2025
Benchmarking the Robustness of Optical Flow Estimation to Corruptions
Benchmarking the Robustness of Optical Flow Estimation to Corruptions
Zhonghua Yi
Hao-miao Shi
Zhijie Xu
Yao Gao
Ze Wang
Yanmei Zhang
Kailun Yang
Kaiwei Wang
AAML
395
3
0
22 Nov 2024
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow
  and Stereo Matching in Real-world
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow and Stereo Matching in Real-world
Han Ling
Yinghui Sun
Quansen Sun
Ivor Tsang
Yuhui Zheng
215
2
0
14 Oct 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous
  Adaptation
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Hanyu Zhou
Yi Chang
Zhiwei Shi
Wending Yan
Gang Chen
Yonghong Tian
Luxin Yan
351
6
0
25 Sep 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective
Rethink Predicting the Optical Flow with the Kinetics Perspective
Yuhao Cheng
Si-Jia Zhang
Yiqiang Yan
255
0
0
21 May 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything ModelComputer Vision and Pattern Recognition (CVPR), 2024
Shuai Yuan
Lei Luo
Zhuo Hui
Can Pu
Xiaoyu Xiang
Rakesh Ranjan
D. Demandolx
322
10
0
04 May 2024
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-Template
  Matching
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-Template MatchingIEEE International Conference on Robotics and Automation (ICRA), 2024
Jiaxin Guo
Jiangliu Wang
Zhaoshuo Li
Tongyu Jia
Qi Dou
Yao Xiao
MedIm
303
2
0
11 Mar 2024
UFD-PRiME: Unsupervised Joint Learning of Optical Flow and Stereo Depth
  through Pixel-Level Rigid Motion Estimation
UFD-PRiME: Unsupervised Joint Learning of Optical Flow and Stereo Depth through Pixel-Level Rigid Motion Estimation
Shuai Yuan
Carlo Tomasi
MDE3DPC
310
2
0
07 Oct 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow
GAFlow: Incorporating Gaussian Attention into Optical FlowIEEE International Conference on Computer Vision (ICCV), 2023
Ao Luo
Fan Yang
Xin Li
Lang Nie
Chunyu Lin
Haoqiang Fan
Shuaicheng Liu
238
35
0
28 Sep 2023
MPI-Flow: Learning Realistic Optical Flow with Multiplane Images
MPI-Flow: Learning Realistic Optical Flow with Multiplane ImagesIEEE International Conference on Computer Vision (ICCV), 2023
Yingping Liang
Jiaming Liu
Debing Zhang
Ying Fu
219
12
0
13 Sep 2023
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain
  Adaptation
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2023
Zhexiao Xiong
Feng Qiao
Yu Zhang
Nathan Jacobs
317
4
0
04 Sep 2023
IndGIC: Supervised Action Recognition under Low Illumination
IndGIC: Supervised Action Recognition under Low Illumination
Jing-Teng Zeng
212
4
0
29 Aug 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised
  Learning of Motion and Content Features
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
Adrien Bardes
Jean Ponce
Yann LeCun
MDE
291
41
0
24 Jul 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation
  for Spike Camera
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike CameraNeural Information Processing Systems (NeurIPS), 2023
Lujie Xia
Haobin Jiang
Rui Zhao
Jiyuan Zhang
Lei Ma
Zhaofei Yu
Tiejun Huang
Ruiqin Xiong
223
16
0
12 Jul 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume
  Autoencoding for Optical Flow
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow
Zhaoyang Huang
Xiaoyu Shi
Chao Zhang
Qiang Wang
Yijin Li
Hongwei Qin
Jifeng Dai
Xiaogang Wang
Jiaming Song
384
4
0
08 Jun 2023
TransFlow: Transformer as Flow Learner
TransFlow: Transformer as Flow LearnerComputer Vision and Pattern Recognition (CVPR), 2023
Yawen Lu
Qifan Wang
Siqi Ma
Tong Geng
Victor Y. Chen
Huaijin Chen
Dongfang Liu
ViT
351
71
0
23 Apr 2023
Unsupervised Learning Optical Flow in Multi-frame Dynamic Environment
  Using Temporal Dynamic Modeling
Unsupervised Learning Optical Flow in Multi-frame Dynamic Environment Using Temporal Dynamic Modeling
Zitang Sun
Shinýa Nishida
Zhengbo Luo
202
2
0
14 Apr 2023
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical
  Flow
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical FlowAAAI Conference on Artificial Intelligence (AAAI), 2023
Hanyu Zhou
Yi Chang
Gang Chen
Luxin Yan
304
6
0
24 Mar 2023
Learning Optical Flow from Event Camera with Rendered Dataset
Learning Optical Flow from Event Camera with Rendered DatasetIEEE International Conference on Computer Vision (ICCV), 2023
Xinglong Luo
Kunming Luo
Ao Luo
Zhengning Wang
Ping Tan
Shuaicheng Liu
250
28
0
20 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
A Dynamic Multi-Scale Voxel Flow Network for Video PredictionComputer Vision and Pattern Recognition (CVPR), 2023
Xiaotao Hu
Zhewei Huang
Ailin Huang
Jun Xu
Shuchang Zhou
VGen
289
99
0
17 Mar 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical FlowComputer Vision and Pattern Recognition (CVPR), 2023
Hanyu Zhou
Yi Chang
Wending Yan
Luxin Yan
326
16
0
14 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation
  for Autonomous Driving
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous DrivingIEEE International Conference on Computer Vision (ICCV), 2023
Shuai Yuan
Shuzhi Yu
Hannah Kim
Carlo Tomasi
3DPC
271
12
0
10 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical
  Flow Estimation
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow EstimationComputer Vision and Pattern Recognition (CVPR), 2023
Xiaoyu Shi
Zhaoyang Huang
Dasong Li
Manyuan Zhang
Ka Chun Cheung
Simon See
Hongwei Qin
Jifeng Dai
Jiaming Song
263
145
0
02 Mar 2023
Learning to Estimate Single-View Volumetric Flow Motions without 3D
  Supervision
Learning to Estimate Single-View Volumetric Flow Motions without 3D SupervisionInternational Conference on Learning Representations (ICLR), 2023
Erik Franz
B. Solenthaler
N. Thürey
3DPCMDE
246
6
0
28 Feb 2023
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical
  Flow Learning
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow LearningInternational Journal of Computer Vision (IJCV), 2023
Haipeng Li
Kunming Luo
B. Zeng
Shuaicheng Liu
384
14
0
23 Jan 2023
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised
  Framework with Spatio-Temporal Collaboration
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration
Liqi Yan
Qifan Wang
Siqi Ma
Jingang Wang
Changbin (Brad) Yu
VOS
209
72
0
15 Dec 2022
Semi-supervised Deep Large-baseline Homography Estimation with
  Progressive Equivalence Constraint
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence ConstraintAAAI Conference on Artificial Intelligence (AAAI), 2022
Hai Jiang
Haipeng Li
Yuhang Lu
Songchen Han
Shuaicheng Liu
281
19
0
06 Dec 2022
Boosting Object Representation Learning via Motion and Object Continuity
Boosting Object Representation Learning via Motion and Object Continuity
Quentin Delfosse
Wolfgang Stammer
Thomas Rothenbacher
Dwarak Vittal
Kristian Kersting
OCL
470
21
0
16 Nov 2022
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge
  Distillation
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation
Lingtong Kong
J. Yang
277
32
0
11 Nov 2022
Unsupervised Flow Refinement near Motion Boundaries
Unsupervised Flow Refinement near Motion BoundariesBritish Machine Vision Conference (BMVC), 2022
Shuzhi Yu
Hannah Kim
Shuai Yuan
Carlo Tomasi
187
6
0
03 Aug 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
RealFlow: EM-based Realistic Optical Flow Dataset Generation from VideosEuropean Conference on Computer Vision (ECCV), 2022
Yunhui Han
Kunming Luo
Ao Luo
Jiangyu Liu
Haoqiang Fan
G. Luo
Shuaicheng Liu
280
32
0
22 Jul 2022
Fully Convolutional Fractional Scaling
Fully Convolutional Fractional ScalingInternational Conference on Signal-Image Technology and Internet-Based Systems (SITIS), 2022
Michael Soloveitchik
M. Werman
296
0
0
20 Mar 2022
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement
IFOR: Iterative Flow Minimization for Robotic Object RearrangementComputer Vision and Pattern Recognition (CVPR), 2022
Ankit Goyal
Arsalan Mousavian
Chris Paxton
Yu-Wei Chao
Brian Okorn
Jia Deng
Dieter Fox
308
70
0
01 Feb 2022
Splatting-based Synthesis for Video Frame Interpolation
Splatting-based Synthesis for Video Frame InterpolationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Simon Niklaus
Ping Hu
Jiawen Chen
249
31
0
25 Jan 2022
Learning Pixel Trajectories with Multiscale Contrastive Random Walks
Learning Pixel Trajectories with Multiscale Contrastive Random WalksComputer Vision and Pattern Recognition (CVPR), 2022
Zhangxing Bian
Allan Jabri
Alexei A. Efros
Andrew Owens
VOS
339
44
0
20 Jan 2022
ADNet: Attention-guided Deformable Convolutional Network for High
  Dynamic Range Imaging
ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging
Zhen Liu
Wenjie Lin
Xinpeng Li
Qing Rao
Ting Jiang
Mingyan Han
Haoqiang Fan
Jian Sun
Shuaicheng Liu
348
105
0
22 May 2021
GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning
GyroFlow: Gyroscope-Guided Unsupervised Optical Flow LearningIEEE International Conference on Computer Vision (ICCV), 2021
Haipeng Li
Kunming Luo
Shuaicheng Liu
293
21
0
25 Mar 2021
Cost Function Unrolling in Unsupervised Optical Flow
Cost Function Unrolling in Unsupervised Optical FlowIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Gal Lifshitz
D. Raviv
358
4
0
30 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation
Real-Time Intermediate Flow Estimation for Video Frame InterpolationEuropean Conference on Computer Vision (ECCV), 2020
Zhewei Huang
Tianyuan Zhang
Wen Heng
Boxin Shi
Shuchang Zhou
690
303
0
12 Nov 2020
Learning Deformable Image Registration from Optimization: Perspective,
  Modules, Bilevel Training and Beyond
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Risheng Liu
Zi Li
Xin-Yue Fan
Chenying Zhao
Hao Huang
Zhongxuan Luo
3DH
352
42
0
30 Apr 2020
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